Wei, Fengrong; Zhu, Hongxiao - In: Computational Statistics & Data Analysis 56 (2012) 2, pp. 316-326
We consider the problem of selecting grouped variables in linear regression and generalized linear regression models, based on penalized likelihood. A number of penalty functions have been used for this purpose, including the smoothly clipped absolute deviation (SCAD) penalty and the minimax...